Best Google Maps Scraping Tools for Lead Generation (2026)
Quick answer: The best Google Maps scraping tools in 2026 for lead generation are LeadX, Outscraper, Apify's Google Maps Scraper, PhantomBuster, ScrapingBee, and D7 Lead Finder. Most pull business name, address, phone, website, rating, and review count. Pick based on whether you want raw data, automation, or scored, outreach-ready leads.
Google Maps is the richest free directory of local businesses on the internet. Every plumber, dentist, salon, and restaurant with a storefront is on it, usually with a phone number and a rating attached. That makes it the single best starting point for local lead generation — if you can get the data out cleanly.
Below is an honest breakdown of the tools worth knowing in 2026. Some are raw scrapers that hand you a CSV. Others are full platforms that find, score, and help you reach out. I'll be clear about which is which.
1. LeadX
What it does: LeadX is an AI-native lead generation tool built specifically for local business prospecting. Point Scout at a niche and a city (for example, "roofers in Austin") and it pulls businesses from Google Maps, then scores each one on rating, review count, and — importantly — whether they have a website at all. You get an exportable list, and optionally you can generate and deploy a real site for a prospect and pitch the owner directly.
Best for: Freelancers, web designers, and small agencies who don't just want data — they want qualified, ranked leads they can act on today. The no-website detection is genuinely useful if you sell websites.
Pricing note: Free plan covers your first few leads. Paid tiers scale monthly by lead volume. See /signup to try the free tier.
2. Outscraper
What it does: Outscraper is a data-first platform that extracts Google Maps listings, reviews, and contact details at scale. It's reliable, handles large exports, and offers an API for developers who want to wire it into their own stack.
Best for: Teams comfortable working with raw data who need volume and don't mind doing their own filtering and outreach.
Pricing note: Usage-based, typically billed per record or per request, with free credits to start.
3. Apify — Google Maps Scraper
What it does: Apify hosts a popular Google Maps Scraper "actor" that returns detailed place data, including opening hours, categories, and reviews. It's flexible and scriptable, which developers love.
Best for: Technical users who want to customize scraping logic or run it on a schedule inside the Apify platform.
Pricing note: Pay-as-you-go compute credits, with a free monthly allowance.
4. PhantomBuster
What it does: PhantomBuster automates data extraction across many platforms, including Google Maps. It chains "phantoms" together so you can scrape, enrich, and hand off to other tools.
Best for: Growth marketers who already use PhantomBuster for LinkedIn or other channels and want one automation hub.
Pricing note: Monthly subscription tiers based on execution time and slots.
5. ScrapingBee
What it does: ScrapingBee is a general-purpose scraping API that handles proxies, headless browsers, and rendering. It isn't Maps-specific, but developers use it to build custom Google Maps extractors without managing infrastructure.
Best for: Developers building a bespoke scraping pipeline who want to outsource the proxy and browser headaches.
Pricing note: Credit-based monthly plans.
6. D7 Lead Finder
What it does: D7 Lead Finder searches business directories, including Maps-sourced data, and returns bulk contact lists with emails and social profiles where available.
Best for: People who want big lists fast and are comfortable with lower average data quality in exchange for volume.
Pricing note: Subscription tiers by search volume.
Comparison table
| Tool | Best for | Outputs leads scored? | No-website detection | Pricing model |
|---|---|---|---|---|
| LeadX | Local prospecting + outreach | Yes | Yes | Free tier, then monthly by volume |
| Outscraper | Bulk raw data | No | Partial (website field) | Per-record usage |
| Apify Maps Scraper | Custom/technical scraping | No | Partial | Compute credits |
| PhantomBuster | Multi-channel automation | No | Partial | Monthly tiers |
| ScrapingBee | DIY developer pipelines | No | No (you build it) | Credit-based |
How to choose
If you're a developer who wants raw data to process yourself, Outscraper, Apify, or ScrapingBee are strong. If you want ranked, outreach-ready local leads with website gaps flagged, LeadX is built for exactly that use case. For a deeper look at the broader category, see best AI lead generation tools 2026.
A note on scraping responsibly
Respect Google's terms and local data regulations. Use scraped contact data for legitimate B2B outreach, honor opt-outs, and never resell personal data. Tools that score and qualify leads (rather than dumping thousands of rows) tend to keep you on the right side of both the law and your reply rates.
Frequently asked questions
Is scraping Google Maps legal?
Scraping publicly visible business information is generally permissible for legitimate B2B outreach in many jurisdictions, but it can violate Google's terms of service, and personal data is regulated under laws like GDPR and CCPA. Use business contact data responsibly, honor opt-outs, and consult a professional if you're operating at scale.
What data can you get from Google Maps?
Most tools return business name, address, phone number, website URL (or the absence of one), category, rating, review count, and sometimes opening hours and photos. Email addresses are not on Maps directly, so tools infer or enrich them separately.
What's the best free Google Maps scraping tool?
Most paid tools offer free credits or a free tier to start. LeadX has a free plan that gives you your first few scored leads, which is a low-risk way to see whether Maps-sourced leads fit your niche before paying.
Do I need coding skills to scrape Google Maps?
No. Tools like LeadX, D7 Lead Finder, and PhantomBuster are no-code. Apify and ScrapingBee are friendlier to developers who want custom control, but even Apify's prebuilt actor runs without writing code.
How many leads can I realistically pull?
It depends on your niche and city. A mid-sized US metro might have a few hundred businesses in a single category. Broaden the niche or add nearby cities to grow the list without sacrificing relevance.